Openclaw Control Center

This is a local dashboard for OpenClaw agents that gives you visibility into what they're doing and how much they're spending. You get token attribution across tasks, cross-session collaboration tracing (like tracking handoffs between Main and Pandas agents), memory health per agent, and a read-only-first security model where mutations are off by default. It's TypeScript with a web UI, runs on localhost:4310, and explicitly constrains you to only touch files inside the control-center directory. The install is straightforward npm commands. Honestly most useful if you're running multiple OpenClaw agents and need to understand where your tokens are going or trace task execution chains without ssh-ing into config files.